Comparison
langflow vs langchain-production-starter
Verdict
Pick langflow when tags unique to langflow: agents, chatgpt, generative-ai, large-language-models; pick langchain-production-starter when tags unique to langchain-production-starter: chatbot, gpt4, langchain, langchain-python.
Markdown twin · langflow alternatives · langchain-production-starter alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | langflow | langchain-production-starter |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (1079d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| Security (OSV) | No criticals As of today · osv@v1 | 38 low (38 low) As of 1d · osv@v1 |
Tagline
- langflow
- Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
- langchain-production-starter
- Deploy LangChain Agents and connect them to Telegram
Stars
- langflow
- 152k
- langchain-production-starter
- 477
Forks
- langflow
- 9.7k
- langchain-production-starter
- 560
Open issues
- langflow
- 975
- langchain-production-starter
- 4
Language
- langflow
- Python
- langchain-production-starter
- Python
Adopt for
- langflow
- Langflow specializes in creating and deploying AI agents and complex workflows through a versatile GUI-based approach.
- langchain-production-starter
- -
Persona
- langflow
- -
- langchain-production-starter
- -
Runtime
- langflow
- -
- langchain-production-starter
- -
License
- langflow
- MIT
- langchain-production-starter
- -
Last pushed
- langflow
- Jul 11, 2026
- langchain-production-starter
- Jul 27, 2023
Categories
- langflow
- AI Agents, Inference & Serving
- langchain-production-starter
- AI Agents, Inference & Serving, LLM Frameworks
Trust and health
Maintenance
- langflow
- Very active (96%)
- langchain-production-starter
- Dormant (18%)
Days since push
- langflow
- 0d
- langchain-production-starter
- 1079d
Open issues (now)
- langflow
- 975
- langchain-production-starter
- 4
Security scan
- langflow
- No criticals
- langchain-production-starter
- 38 low (38 low)
Full report
- langflow
- Trust report
- langchain-production-starter
- Trust report
Shared compatibility
- Python · langflow: Python runtime · langchain-production-starter: Python runtime
Choose langflow if…
- Tags unique to langflow: agents, chatgpt, generative-ai, large-language-models.
- - When you need an intuitive graphical interface to manage the creation of AI agents and workflows without deep coding knowledge.
- More GitHub stars (152k vs 477) - visibility, not fit.
When NOT to use langflow
- - For developers preferring a code-first approach who find GUI interfaces restrictive for customization and workflow.
- - When the project does not align with or leverage the specific topics of focus such as ChatGPT, multi-agent systems, or requires integration with platforms that Langflow's graphical interface cannot旖
Choose langchain-production-starter if…
- Tags unique to langchain-production-starter: chatbot, gpt4, langchain, langchain-python.
- Also covers LLM Frameworks.
- Leaner open-issue backlog (4).
When NOT to use langchain-production-starter
- Last GitHub push was 1080 days ago (dormant maintenance, Jul 27, 2023). Validate activity before betting a new project on langchain-production-starter.
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (langflow-ai/langflow) · observed Jul 11, 2026
- GitHub forks (langflow-ai/langflow) · observed Jul 11, 2026
- Last push (langflow-ai/langflow) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (steamship-core/langchain-production-starter) · observed Jul 11, 2026
- GitHub forks (steamship-core/langchain-production-starter) · observed Jul 11, 2026
- Last push (steamship-core/langchain-production-starter) · observed Jul 27, 2023
- License file (unknown) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: langflow 152k · langchain-production-starter 477 (synced Jul 11, 2026).
Common questions
- What is the difference between langflow and langchain-production-starter?
- langflow: Langflow is a powerful tool for building and deploying AI-powered agents and workflows.. langchain-production-starter: Deploy LangChain Agents and connect them to Telegram. See the comparison table for live GitHub stats and shared categories.
- When should I choose langflow over langchain-production-starter?
- Choose langflow over langchain-production-starter when Tags unique to langflow: agents, chatgpt, generative-ai, large-language-models; - When you need an intuitive graphical interface to manage the creation of AI agents and workflows without deep coding knowledge; More GitHub stars (152k vs 477) - visibility, not fit.
- When should I choose langchain-production-starter over langflow?
- Choose langchain-production-starter over langflow when Tags unique to langchain-production-starter: chatbot, gpt4, langchain, langchain-python; Also covers LLM Frameworks; Leaner open-issue backlog (4).
- When should I avoid langflow?
- - For developers preferring a code-first approach who find GUI interfaces restrictive for customization and workflow. - When the project does not align with or leverage the specific topics of focus such as ChatGPT, multi-agent systems, or requires integration with platforms that Langflow's graphical interface cannot旖
- When should I avoid langchain-production-starter?
- Last GitHub push was 1080 days ago (dormant maintenance, Jul 27, 2023). Validate activity before betting a new project on langchain-production-starter. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is langflow or langchain-production-starter more popular on GitHub?
- langflow has more GitHub stars (151,697 vs 477). Stars measure visibility, not whether either tool fits your constraints.
- Are langflow and langchain-production-starter open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to langflow or langchain-production-starter?
- GraphCanon lists graph-backed alternatives at langflow alternatives and langchain-production-starter alternatives (langflow markdown twin, langchain-production-starter markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, langflow or langchain-production-starter?
- langflow: Very active. langchain-production-starter: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for langflow and langchain-production-starter?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langflow trust report; langchain-production-starter trust report.